Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo

Research output: Contribution to journalArticleResearchpeer review

Authors

  • The LIGO Scientific Collaboration
  • The Virgo Collaboration
  • Sukanta Bose
  • D. D. Brown
  • Y. B. Chen
  • Manuela Hanke
  • J. Hennig
  • Sanjeev Kumar
  • R. N. Lang
  • H. K. Lee
  • H. M. Lee
  • H. W. Lee
  • J. Lee
  • X. Li
  • J. R. Sanders
  • Patricia Schmidt
  • L. Sun
  • Y. F. Wang
  • D. S. Wu
  • L. Zhang
  • X. J. Zhu
  • Minchuan Zhou
  • Gerald Bergmann
  • Aparna Bisht
  • Nina Bode
  • P. Booker
  • Marc Brinkmann
  • M. Cabero
  • O. de Varona
  • S. Hochheim
  • T. Dent
  • S. Doravari
  • J. Junker
  • Stefan Kaufer
  • R. Kirchhoff
  • Patrick Koch
  • N. Koper
  • S. M. Köhlenbeck
  • Volker Kringel
  • Kai S. Karvinen
  • S. Khan
  • S. Leavey
  • J. Lehmann
  • James Lough
  • Moritz Mehmet
  • Arunava Mukherjee
  • Nikhil Mukund
  • M. Nery
  • F. Ohme
  • P. Oppermann
  • A. Rüdiger
  • M. Phelps
  • O. Puncken
  • Emil Schreiber
  • B. W. Schulte
  • Y. Setyawati
  • M. Steinke
  • M. Standke
  • Fabian Thies
  • Michael Weinert
  • F. Wellmann
  • Peter Weßels
  • Maximilian H. Wimmer
  • W. Winkler
  • J. Woehler

External Research Organisations

  • Max Planck Institute for Gravitational Physics (Albert Einstein Institute)
  • Inter-University Centre for Astronomy and Astrophysics India
  • University of Adelaide
  • Tata Institute of Fundamental Research
  • LIGO Laboratory
  • Inje University
  • California Institute of Caltech (Caltech)
  • Radboud University Nijmegen
  • University of Melbourne
  • University of Texas Rio Grande Valley
  • Monash University
  • Northwestern University
View graph of relations

Details

Original languageEnglish
Article numberL24
Number of pages30
JournalAstrophysical Journal Letters
Volume882
Issue number2
Publication statusPublished - 9 Sept 2019

Abstract

We present results on the mass, spin, and redshift distributions with phenomenological population models using the 10 binary black hole (BBH) mergers detected in the first and second observing runs completed by Advanced LIGO and Advanced Virgo. We constrain properties of the BBH mass spectrum using models with a range of parameterizations of the BBH mass and spin distributions. We find that the mass distribution of the more massive BH in such binaries is well approximated by models with no more than 1% of BHs more massive than 45 M and a power-law index of (90% credibility). We also show that BBHs are unlikely to be composed of BHs with large spins aligned to the orbital angular momentum. Modeling the evolution of the BBH merger rate with redshift, we show that it is flat or increasing with redshift with 93% probability. Marginalizing over uncertainties in the BBH population, we find robust estimates of the BBH merger rate density of R= (90% credibility). As the BBH catalog grows in future observing runs, we expect that uncertainties in the population model parameters will shrink, potentially providing insights into the formation of BHs via supernovae, binary interactions of massive stars, stellar cluster dynamics, and the formation history of BHs across cosmic time.

Keywords

    black holes, gravitational waves, statistical

ASJC Scopus subject areas

Cite this

Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo. / The LIGO Scientific Collaboration; The Virgo Collaboration; Bose, Sukanta et al.
In: Astrophysical Journal Letters, Vol. 882, No. 2, L24, 09.09.2019.

Research output: Contribution to journalArticleResearchpeer review

The LIGO Scientific Collaboration, The Virgo Collaboration, Bose, S, Brown, DD, Chen, YB, Hanke, M, Hennig, J, Kumar, S, Lang, RN, Lee, HK, Lee, HM, Lee, HW, Lee, J, Li, X, Sanders, JR, Schmidt, P, Sun, L, Wang, YF, Wu, DS, Zhang, L, Zhu, XJ, Zhou, M, Bergmann, G, Bisht, A, Bode, N, Booker, P, Brinkmann, M, Cabero, M, de Varona, O, Hochheim, S, Dent, T, Doravari, S, Junker, J, Kaufer, S, Kirchhoff, R, Koch, P, Koper, N, Köhlenbeck, SM, Kringel, V, Karvinen, KS, Khan, S, Leavey, S, Lehmann, J, Lough, J, Mehmet, M, Mukherjee, A, Mukund, N, Nery, M, Ohme, F, Oppermann, P, Rüdiger, A, Phelps, M, Puncken, O, Schreiber, E, Schulte, BW, Setyawati, Y, Steinke, M, Standke, M, Thies, F, Weinert, M, Wellmann, F, Weßels, P, Wimmer, MH, Winkler, W & Woehler, J 2019, 'Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo', Astrophysical Journal Letters, vol. 882, no. 2, L24. https://doi.org/10.3847/2041-8213/ab3800
The LIGO Scientific Collaboration, The Virgo Collaboration, Bose, S., Brown, D. D., Chen, Y. B., Hanke, M., Hennig, J., Kumar, S., Lang, R. N., Lee, H. K., Lee, H. M., Lee, H. W., Lee, J., Li, X., Sanders, J. R., Schmidt, P., Sun, L., Wang, Y. F., Wu, D. S., ... Woehler, J. (2019). Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo. Astrophysical Journal Letters, 882(2), Article L24. https://doi.org/10.3847/2041-8213/ab3800
The LIGO Scientific Collaboration, The Virgo Collaboration, Bose S, Brown DD, Chen YB, Hanke M et al. Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo. Astrophysical Journal Letters. 2019 Sept 9;882(2):L24. doi: 10.3847/2041-8213/ab3800
The LIGO Scientific Collaboration ; The Virgo Collaboration ; Bose, Sukanta et al. / Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo. In: Astrophysical Journal Letters. 2019 ; Vol. 882, No. 2.
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title = "Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo",
abstract = "We present results on the mass, spin, and redshift distributions with phenomenological population models using the 10 binary black hole (BBH) mergers detected in the first and second observing runs completed by Advanced LIGO and Advanced Virgo. We constrain properties of the BBH mass spectrum using models with a range of parameterizations of the BBH mass and spin distributions. We find that the mass distribution of the more massive BH in such binaries is well approximated by models with no more than 1% of BHs more massive than 45 M and a power-law index of (90% credibility). We also show that BBHs are unlikely to be composed of BHs with large spins aligned to the orbital angular momentum. Modeling the evolution of the BBH merger rate with redshift, we show that it is flat or increasing with redshift with 93% probability. Marginalizing over uncertainties in the BBH population, we find robust estimates of the BBH merger rate density of R= (90% credibility). As the BBH catalog grows in future observing runs, we expect that uncertainties in the population model parameters will shrink, potentially providing insights into the formation of BHs via supernovae, binary interactions of massive stars, stellar cluster dynamics, and the formation history of BHs across cosmic time.",
keywords = "black holes, gravitational waves, statistical",
author = "{The LIGO Scientific Collaboration} and {The Virgo Collaboration} and Abbott, {B. P.} and R. Abbott and Abbott, {T. D.} and S. Abraham and F. Acernese and K. Ackley and C. Adams and Adhikari, {R. X.} and Adya, {V. B.} and C. Affeldt and M. Agathos and K. Agatsuma and N. Aggarwal and Aguiar, {O. D.} and L. Aiello and A. Ain and P. Ajith and G. Allen and A. Allocca and Aloy, {M. A.} and Altin, {P. A.} and A. Amato and A. Ananyeva and Anderson, {S. B.} and Anderson, {W. G.} and Angelova, {S. V.} and S. Antier and S. Appert and K. Arai and Araya, {M. C.} and Areeda, {J. S.} and M. Ar{\`e}ne and N. Arnaud and Arun, {K. G.} and S. Ascenzi and G. Ashton and Aston, {S. M.} and P. Astone and F. Aubin and Danilishin, {S. L.} and K. Danzmann and M. Heurs and A. Hreibi and H. L{\"u}ck and D. Steinmeyer and H. Vahlbruch and L.-w. Wei and Wilken, {D. M.} and B. Willke and H. Wittel and Sukanta Bose and Brown, {D. D.} and Chen, {Y. B.} and Manuela Hanke and J. Hennig and Sanjeev Kumar and Lang, {R. N.} and Lee, {H. K.} and Lee, {H. M.} and Lee, {H. W.} and J. Lee and X. Li and Sanders, {J. R.} and Patricia Schmidt and L. Sun and Wang, {Y. F.} and Wu, {D. S.} and L. Zhang and Zhu, {X. J.} and Minchuan Zhou and Gerald Bergmann and Aparna Bisht and Nina Bode and P. Booker and Marc Brinkmann and M. Cabero and {de Varona}, O. and S. Hochheim and T. Dent and S. Doravari and J. Junker and Stefan Kaufer and R. Kirchhoff and Patrick Koch and N. Koper and K{\"o}hlenbeck, {S. M.} and Volker Kringel and Karvinen, {Kai S.} and S. Khan and S. Leavey and J. Lehmann and James Lough and Moritz Mehmet and Arunava Mukherjee and Nikhil Mukund and M. Nery and F. Ohme and P. Oppermann and A. R{\"u}diger and M. Phelps and O. Puncken and Emil Schreiber and Schulte, {B. W.} and Y. Setyawati and M. Steinke and M. Standke and Fabian Thies and Michael Weinert and F. Wellmann and Peter We{\ss}els and Wimmer, {Maximilian H.} and W. Winkler and J. Woehler",
note = "Funding Information: Supported by an MRC/PMAC Fellowship, MRC Canada, Alberta Heritage Foundation of Medical Research (AHFMR) and Glaxo-Heritage.",
year = "2019",
month = sep,
day = "9",
doi = "10.3847/2041-8213/ab3800",
language = "English",
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Download

TY - JOUR

T1 - Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo

AU - The LIGO Scientific Collaboration

AU - The Virgo Collaboration

AU - Abbott, B. P.

AU - Abbott, R.

AU - Abbott, T. D.

AU - Abraham, S.

AU - Acernese, F.

AU - Ackley, K.

AU - Adams, C.

AU - Adhikari, R. X.

AU - Adya, V. B.

AU - Affeldt, C.

AU - Agathos, M.

AU - Agatsuma, K.

AU - Aggarwal, N.

AU - Aguiar, O. D.

AU - Aiello, L.

AU - Ain, A.

AU - Ajith, P.

AU - Allen, G.

AU - Allocca, A.

AU - Aloy, M. A.

AU - Altin, P. A.

AU - Amato, A.

AU - Ananyeva, A.

AU - Anderson, S. B.

AU - Anderson, W. G.

AU - Angelova, S. V.

AU - Antier, S.

AU - Appert, S.

AU - Arai, K.

AU - Araya, M. C.

AU - Areeda, J. S.

AU - Arène, M.

AU - Arnaud, N.

AU - Arun, K. G.

AU - Ascenzi, S.

AU - Ashton, G.

AU - Aston, S. M.

AU - Astone, P.

AU - Aubin, F.

AU - Danilishin, S. L.

AU - Danzmann, K.

AU - Heurs, M.

AU - Hreibi, A.

AU - Lück, H.

AU - Steinmeyer, D.

AU - Vahlbruch, H.

AU - Wei, L.-w.

AU - Wilken, D. M.

AU - Willke, B.

AU - Wittel, H.

AU - Bose, Sukanta

AU - Brown, D. D.

AU - Chen, Y. B.

AU - Hanke, Manuela

AU - Hennig, J.

AU - Kumar, Sanjeev

AU - Lang, R. N.

AU - Lee, H. K.

AU - Lee, H. M.

AU - Lee, H. W.

AU - Lee, J.

AU - Li, X.

AU - Sanders, J. R.

AU - Schmidt, Patricia

AU - Sun, L.

AU - Wang, Y. F.

AU - Wu, D. S.

AU - Zhang, L.

AU - Zhu, X. J.

AU - Zhou, Minchuan

AU - Bergmann, Gerald

AU - Bisht, Aparna

AU - Bode, Nina

AU - Booker, P.

AU - Brinkmann, Marc

AU - Cabero, M.

AU - de Varona, O.

AU - Hochheim, S.

AU - Dent, T.

AU - Doravari, S.

AU - Junker, J.

AU - Kaufer, Stefan

AU - Kirchhoff, R.

AU - Koch, Patrick

AU - Koper, N.

AU - Köhlenbeck, S. M.

AU - Kringel, Volker

AU - Karvinen, Kai S.

AU - Khan, S.

AU - Leavey, S.

AU - Lehmann, J.

AU - Lough, James

AU - Mehmet, Moritz

AU - Mukherjee, Arunava

AU - Mukund, Nikhil

AU - Nery, M.

AU - Ohme, F.

AU - Oppermann, P.

AU - Rüdiger, A.

AU - Phelps, M.

AU - Puncken, O.

AU - Schreiber, Emil

AU - Schulte, B. W.

AU - Setyawati, Y.

AU - Steinke, M.

AU - Standke, M.

AU - Thies, Fabian

AU - Weinert, Michael

AU - Wellmann, F.

AU - Weßels, Peter

AU - Wimmer, Maximilian H.

AU - Winkler, W.

AU - Woehler, J.

N1 - Funding Information: Supported by an MRC/PMAC Fellowship, MRC Canada, Alberta Heritage Foundation of Medical Research (AHFMR) and Glaxo-Heritage.

PY - 2019/9/9

Y1 - 2019/9/9

N2 - We present results on the mass, spin, and redshift distributions with phenomenological population models using the 10 binary black hole (BBH) mergers detected in the first and second observing runs completed by Advanced LIGO and Advanced Virgo. We constrain properties of the BBH mass spectrum using models with a range of parameterizations of the BBH mass and spin distributions. We find that the mass distribution of the more massive BH in such binaries is well approximated by models with no more than 1% of BHs more massive than 45 M and a power-law index of (90% credibility). We also show that BBHs are unlikely to be composed of BHs with large spins aligned to the orbital angular momentum. Modeling the evolution of the BBH merger rate with redshift, we show that it is flat or increasing with redshift with 93% probability. Marginalizing over uncertainties in the BBH population, we find robust estimates of the BBH merger rate density of R= (90% credibility). As the BBH catalog grows in future observing runs, we expect that uncertainties in the population model parameters will shrink, potentially providing insights into the formation of BHs via supernovae, binary interactions of massive stars, stellar cluster dynamics, and the formation history of BHs across cosmic time.

AB - We present results on the mass, spin, and redshift distributions with phenomenological population models using the 10 binary black hole (BBH) mergers detected in the first and second observing runs completed by Advanced LIGO and Advanced Virgo. We constrain properties of the BBH mass spectrum using models with a range of parameterizations of the BBH mass and spin distributions. We find that the mass distribution of the more massive BH in such binaries is well approximated by models with no more than 1% of BHs more massive than 45 M and a power-law index of (90% credibility). We also show that BBHs are unlikely to be composed of BHs with large spins aligned to the orbital angular momentum. Modeling the evolution of the BBH merger rate with redshift, we show that it is flat or increasing with redshift with 93% probability. Marginalizing over uncertainties in the BBH population, we find robust estimates of the BBH merger rate density of R= (90% credibility). As the BBH catalog grows in future observing runs, we expect that uncertainties in the population model parameters will shrink, potentially providing insights into the formation of BHs via supernovae, binary interactions of massive stars, stellar cluster dynamics, and the formation history of BHs across cosmic time.

KW - black holes

KW - gravitational waves

KW - statistical

UR - http://www.scopus.com/inward/record.url?scp=85073031675&partnerID=8YFLogxK

U2 - 10.3847/2041-8213/ab3800

DO - 10.3847/2041-8213/ab3800

M3 - Article

VL - 882

JO - Astrophysical Journal Letters

JF - Astrophysical Journal Letters

SN - 2041-8205

IS - 2

M1 - L24

ER -

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